Nonparametric kernel estimation of the distribution function. Bandwidth selection and estimation of related functions.

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Documentation for package ‘kerdiest’ version 1.2

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kerdiest-package Nonparametric kernel estimation of the distribution. Bandwidth selection methods and estimation of related functions.
ALbw Computes the plug-in bandwidth of Altman and Leger.
CVbw Computes the cross-validation bandwidth of Bowman et al (1998).
ef Exceedance function estimation
kde Kernel estimator of the distribution function
kerdiest Nonparametric kernel estimation of the distribution. Bandwidth selection methods and estimation of related functions.
mrp Mean return period estimation
nwip Earthquakes of the Norwesth of the Iberian Peninsula
PBbw Computes the plug-in bandwidth of Polansky and Baker.
rl Return level estimation
saltriver Data from the Salt River near Roosevelt, AZ, USA, for 1924-2006.